What it can do: sciagent-skills

Plugin bundle · jaechang-hits

What sciagent-skills declares, asks for and runs, according to the marketplaces we read. Installs into the AI tool as a plugin bundle; what it starts is listed below. None of the marketplaces we read publishes its tools or the settings it asks for. As of our marketplace pass on 2026-10-12.

This is not a security audit. We list what the marketplaces publish about this plugin: what it declares, what it asks for and what it runs. We do not run or inspect its code, and a verified mark is the marketplace's statement, not ours.

Where it runs

Installs into the AI tool as a plugin bundle; what it starts is listed below.As declared on: Claude Code: claude-plugins-community.

What it declares

None of the marketplaces we read publishes a list of tools for it.

Prompts and resources: the marketplaces we read do not publish them.

What it asks for

None of the marketplaces we read lists environment variables for it.

Names only: we keep no values, examples or descriptions of these variables. OAuth scopes and install-time settings are not published by the marketplaces we read.

What it runs besides MCP

Skills: 134 As declared on: Claude Code: claude-plugins-community.

adaptyv-bio
aeon
alphafold-database-access
arboreto-grn-inference
astropy-astronomy
autodock-vina-docking
benchling-integration
biopython-molecular-biology
biopython-sequence-analysis
biorxiv-database
brenda-database
cancer-research-figure-guide

Show the remaining 122

cell-figure-guide
cellchat-cell-communication
cellpose-cell-segmentation
chembl-database-bioactivity
citation-management
clinical-decision-support-documents
clinicaltrials-database-search
cobrapy-metabolic-modeling
dailymed-database
dask-parallel-computing
datamol-cheminformatics
ddinter-database
deepchem
degenerate-input-filtering
diffdock
drugbank-database-access
elife-figure-guide
emdb-database
esm-protein-language-model
etetoolkit
exploratory-data-analysis
fda-database
flowio-flow-cytometry
general-figure-guide
geopandas-geospatial
gtopdb-database
hmdb-database
homer-motif-analysis
hypogenic-hypothesis-generation
hypothesis-generation
interpro-database
kegg-pathway-analysis
lamindb-data-management
lancet-figure-guide
latex-research-posters
libsbml-network-modeling
literature-review
macs3-peak-calling
matchms-spectral-matching
matlab-scientific-computing
matplotlib-scientific-plotting
maxquant-proteomics
mdanalysis-trajectory
mdtraj-trajectory-analysis
medchem
metabolomics-workbench-database
mofaplus-multi-omics
molfeat-molecular-featurization
muon-multiomics-singlecell
nan-safe-correlation
napari-image-viewer
nature-figure-guide
nejm-figure-guide
networkx-graph-analysis
neurokit2
neuropixels-analysis
nextflow-workflow-engine
omics-analysis-guide
openalex-database
opencv-bioimage-analysis
opentargets-database
opentrons-protocol-api
pdb-database
peer-review-methodology
plannotate-plasmid-annotation
plotly-interactive-plots
pnas-figure-guide
polars-dataframes
pride-database
protocolsio-integration
pubchem-compound-search
pubmed-database
pyhealth
pyimagej-fiji-bridge
pylabrobot
pymatgen
pymc-bayesian-modeling
pymoo
pyopenms-mass-spectrometry
pytdc-therapeutics-data-commons
rdkit-chemdraw-cdxml
rdkit-cheminformatics
reactome-database
rowan
sar-analysis
science-figure-guide
scientific-brainstorming
scientific-critical-thinking
scientific-literature-search
scientific-manuscript-writing
scientific-schematics
scientific-slides
scientific-visualization
scikit-bio
scikit-image-processing
scikit-learn-machine-learning
scikit-survival-analysis
seaborn-statistical-plots
sgrna-design-guide
shap-model-explainability
simpy-discrete-event-simulation
smina-molecular-docking
snakemake-workflow-engine
spikeinterface-electrophysiology
statistical-analysis
statistical-significance-annotation
statsmodels-statistical-modeling
string-database-ppi
sympy-symbolic-math
torch-geometric-graph-neural-networks
torchdrug
trackpy-particle-tracking
transformers-bio-nlp
umap-learn
unichem-database
uniprot-protein-database
uspto-database
vaex-dataframes
viennarna-structure-prediction
western-blot-quantification
zarr-python
zinc-database

Who answers for it

jaechang-hits

No marketplace we read marks it or its publisher as verified.
License: CC-BY-4.0.
The repository github.com/jaechang-hits/sciagent-skills belongs to the account the publisher is listed under on Claude Code: claude-plugins-community.

How it has changed

Its tools, settings, hooks and composition have not changed since we started watching it.

In context

Median number of secrets a plugin bundle asks for on the marketplaces we read: 0.0. This one asks for: 0.
Share of plugin bundles that run on a remote server: 17%.

Where it is published and how its figures have moved

Compare it side by side with similar plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on 2026-10-12. We publish no contact details for plugin publishers.